Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization.
Alp YurtseverTolga BirdalVladislav GolyanikPublished in: ECCV (23) (2022)
Keyphrases
- quantum computation
- line search
- optimization problems
- quantum mechanics
- discrete optimization
- optimization algorithm
- optimization method
- global optimization
- sequential quadratic programming
- quantum computing
- constrained optimization
- step size
- optimization methods
- neural network
- objective function
- genetic algorithm
- sufficient conditions
- multi objective
- pairwise
- globally convergent
- case study